15215 AI courses

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview This skills-focused combines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques. Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Learn to build chatbots for various platforms such as Facebook, Slack, Skype, Kik, Telegram and others with the Chatbots for Multiple Platforms - Without Coding course. A chatbot is a computer program or an artificial intelligence which is designed to simulate a conversation with human users, especially over the Internet via auditory or textual methods. In the course, you will learn to create chatbots for various platforms without coding. The course shows you the techniques of developing sophisticated chatbots that use button and Ai to ensure great customer experience. You will learn to build a chatbot in Gupshup.io, Motion.ai, and more. The course helps you to develop the first bot. Upon completion, you will be able to create chatbots that can able to perform various operations. What Will I Learn? By the end of the course you will be able to build an iBeacon enabled mobile app ready to be submitted to the app stores (Apple and Google Play) You will understand what an iBeacon is and what are some of the potential uses. You will understand what programs are needed to build beacon apps and where to download them (for free). You will understand the different types of beacons, what are the costs involved, what services are provided by the various beacon makers. You will know how to build an app for testing and giving to your clients for testing. Requirements You need to have a MAC computer to build the apps - currently PC is not supported. It is also possible to do this on a Windows machine if you install a Virtual machine and run the MAC OS in a window on your PC. Take a look at this for an overview: https://blog.udemy.com/xcode-on-windows/ For testing iBeacon functionality you will need 2 things. 1) a device to act as a beacon, and 2) an i Device or an Andoid Device (details in the course). A desire to learn! This is not difficult, it only takes following instructions and havign a desire to learn. Who is the target audience? Web and Mobile designers, marketing people, and business ownvers who want to learn how to leverage the next level of mobile interactions by incorporating iBeacons. No programming background needed - this is really a course for anyone - you really do not need to have any coding background. Marketing and retial people are also encouraged to take this course to understand the potential for greater customer interactions made possible with iBeacons. Mobile phone app makers who want to learn how to incorporate iBeacons into existing apps the easy and fast way. Introduction to Chatbots 1. Introduction 00:03:00 2. Chatbot Examples 00:06:00 Building a Chatbot in Gupshup.io 2. Introduction to Gupshup 00:02:00 3. Gupshup Travel Bot Part 1 00:11:00 4. Gupshup Improving the User Experience 00:02:00 5. Gupshup Order an Uber 00:02:00 7. Gupshup Helsinki Weather 00:04:00 8. Gupshup Publishing Your Bot 00:02:00 Gobot Easy and Powerful Ready Made Chatbot Services 1. Gobot Introduction 00:01:00 3. GoBot Site Example 00:02:00 4. Gobot Parts of the System 00:01:00 5. Gobot Make a bot Part 1 00:08:00 6. Gobot Make a bot Part 2 00:03:00 7. Gobot Publishing your Bot 00:08:00 A Facebook Messenger Bot 1. Introducing Chatfuel 00:02:00 2. Understanding A Chatfuel Bot - Test Bot 00:05:00 3. Building Our Own Facebook Messenger Bot - A Retail Example part 1 00:02:00 4. Catfuel and Images - Getting them right 00:06:00 5. Chatfuel Product Gallery with More Information 00:09:00 6. Chatfuel - Plugins - Adding an RSS feed with Subscription 00:07:00 7. Chatfuel - Plugins - YouTube Integration 00:07:00 8. Chatfuel - Collecting Uder Input via Email 00:06:00 9. Chatfuel - Advanced Features 00:09:00 10. Chatfuel - Work Around for Button Linking Problem 00:02:00 11. Chatfuel - Add a Site Search - Bing or Google Search 00:07:00 12. Chatfuel - Publish Your Bot - Two Options 00:03:00 UPDATE - MiniApp Chatbot Building System 1. Introduction to MiniApp 00:02:00 2. Connecting a MiniApps Bot to the Microsoft Bot Framework 00:10:00 3. MiniApps Creating the Bot Interactions 00:04:00 4. MiniApps Connecting your bot to Skype 00:02:00 5. MiniApps Simple now but other options are possible 00:01:00 6. MiniApps Conslusion 00:02:00 Building a Chatbot in Motion.ai 2. Looking at the Motion.ai Interface 00:02:00 3. Motion.ai Interface Part 2 00:02:00 Building Our First Bot - A travel bot 1. Part 1 - Setting up the Travel Bot 00:01:00 2. Part 2 - Looking at The Connections 00:02:00 3. Part 3 - Adding Buttons via HTML and Cards 00:07:00 4. Part 4 - Adding Other Content with Widgets - Weather Example 00:03:00 5. Part 5 - Connecting Your Bot to Another Bot - Uber Example 00:03:00 6. Part 6 - Creating Multiple Cards - Travel Sights Bot 00:10:00 7. Part 7 - Clean-up - Global Settings and Help 00:03:00 Entertainment bot Example - The Bender Bot 1. Bender Bot Part 1 - Looking at how the bot works 00:04:00 2. Bender Bot Part 2 - Advanced - Adding a new interaction 00:06:00 3. Bender Bot Part 3 - Final connnections and things to think about with Motion.ai 00:09:00 Thank You 1. Thank you and contacts 00:01:00

About Course Master the fundamental building block of the web and learn to create beautiful and functional websites with HTML5. In this comprehensive course, you will learn: The basics of HTML syntax, including elements, attributes, and tags. How to structure your web pages using HTML5 semantic elements. How to add images, videos, and other multimedia content to your websites. How to create interactive web pages using forms and buttons. How to style your websites using CSS. This course is perfect for beginners with no prior experience in HTML. However, if you have some programming experience, you will be able to learn the material more quickly. You will learn from an experienced web developer who will teach you the concepts and skills you need to succeed. By the end of this course, you will be able to: Create and structure web pages using HTML5. Add multimedia content and interactive elements to your websites. Style your websites using CSS. Build a portfolio of real-world websites Throughout the course, you will work on a variety of hands-on projects to build your skills and create a portfolio of real-world websites. Join a supportive community of learners You will have access to a dedicated student forum where you can ask questions and get help from the instructor and other students. Enroll today and start your journey to becoming a web developer! Bonus: Get access to the instructor's personal collection of HTML5 resources. Why learn HTML5? HTML5 is the latest version of HTML, and it is the most widely used markup language in the world. It is used to create the structure and content of web pages. HTML5 is a powerful tool that can be used to create a variety of websites, from simple static pages to complex dynamic applications. Here are some of the benefits of learning HTML5: HTML5 is easy to learn, even for beginners. HTML5 is a versatile language that can be used to create a variety of websites. HTML5 is in high demand, and there are many job opportunities for HTML5 developers. HTML5 is a valuable skill to have, even if you are not planning to become a web developer. So what are you waiting for? Enroll in this course today and start your journey to becoming a web developer! What Will You Learn? Become a modern and confident HTML developer, no prior knowledge needed! Learn to quickly apply CHatGPT AI skills for your website development Design and build a stunning real-world project for your portfolio from scratch A web design framework with easy-to-use rules and guidelines to design eye-catching websites How to make websites work on every possible mobile device (responsive design) You will learn quickly prompt engineering skills to make real-world websites Learn to Publish your website on production servers using FTP app Course Content Getting Started Introduction to Getting Started Course Curriculum How to Get Pre - Requisites Getting Started on Windows, Linux or Mac How to Ask Great Questions FAQ's HTML Setting Up Local Environment Introduction to HTML Choosing Code Editor Installing Code Editor (Sublime Text) Overview of a Webpage Structure of a Full HTML Webpage First Hello World Webpage Summary HTML Basic Introduction Heading Tags Paragraph Formatting Text List Items Unordered List Items Ordered Classes IDs Comments Summary HTML Intermediate Introduction Images Forms Form Actions Br Tag Marquee Text Area Tables Links Navbar - Menu HTML Entities Div Tag Google Maps Summary HTML Advanced Introduction HTML5 Audio HTML5 Video Progress Bar Drag and Drop Canvas Iframes Input Types Input Attributes YouTube Video Linking Creating Responsive Page Summary HTML Expert Introduction Registration Form Login Form About Us Form Contact Us Form Footer Form Integrate All Together Coding Exercise Solution for Coding Exercise Summary Publish Your Website Live Introduction Installing Free FTP Solution (FileZilla) Setting Up FTP (File Transfer Protocol) Publish Website to Hosting Server Summary HTML Website Project Introduction Challenge - HTML 5 Clock Face with Numbers Project Overview Conclusion on Project Summary A course by Sekhar Metla IT Industry Expert RequirementsNo coding or design experience necessary for this courseAny computer works - Windows, Linux or macOSYou don't need to buy any software - we will use the best free code editor in the world

Introduction Ever felt the sting of realizing you've sent an email with a glaring grammatical error? Or maybe you've submitted a report only to find out later that it's peppered with mistakes? We've all been there. Good grammar is more than just a nitpicky concern—it's essential for clear communication. This is where free grammar checker online come to the rescue, ensuring our writing is polished and professional. What is a Grammar Checker? Definition and Purpose A grammar checker is a digital tool designed to identify and correct grammatical errors in a text. It scans your writing for issues like misspellings, punctuation errors, and syntax mistakes, offering suggestions for improvement. How Grammar Checkers Work These tools use algorithms and natural language processing to analyze text. They compare your writing against a vast database of grammatical rules and common usage patterns. Some advanced checkers even use artificial intelligence to understand context and provide more nuanced suggestions. Why Use Free Grammar Checkers? Cost-Effectiveness Not everyone has the budget for premium software. Free grammar checkers provide a cost-effective solution for students, professionals, and casual writers alike. Accessibility and Convenience Most free grammar checkers are available online and can be used without the need for downloads or installations. This makes them incredibly convenient for quick checks on the go. Features to Look for in a Grammar Checker Accuracy The primary function of a grammar checker is to accurately identify and correct errors. Look for tools with a high accuracy rate. Ease of Use A good grammar checker should be user-friendly and intuitive, requiring minimal effort to use. Integration with Other Tools Check if the grammar checker integrates well with your writing platforms, such as word processors, email clients, or browsers. Customization Options Customization options allow you to tailor the tool to your specific needs, such as choosing between British and American English or setting formal and informal writing styles. How to Use Online Grammar Checkers Effectively Input Quality Start with the best possible version of your text. The cleaner your initial draft, the more effective the grammar checker will be. Reviewing Suggestions Don't accept every suggestion blindly. Review each recommendation to ensure it fits the context and improves your writing. Making Final Edits After using the grammar checker, make a final pass through your document to catch any remaining issues and refine your text. Benefits of Using Grammar Checkers Improved Writing Skills Regular use of grammar checkers can help you learn from your mistakes and improve your writing skills over time. Time Efficiency Grammar checkers save you time by quickly identifying and correcting errors, allowing you to focus on content and creativity. Increased Confidence Knowing that your writing is error-free boosts your confidence, whether you're sending an email, submitting a report, or publishing a blog post. Potential Drawbacks of Free Grammar Checkers Limitations in Accuracy While free grammar checkers are useful, they are not infallible. They may miss subtle errors or provide incorrect suggestions. Over-Reliance on Tools Relying too heavily on grammar checkers can prevent you from developing your proofreading skills. It's essential to strike a balance. Privacy Concerns Using online grammar checkers involves uploading your text to their servers, which may raise privacy concerns, especially for sensitive documents. Grammar Checker Tools for Different Needs Academic Writing For academic writing, tools like Grammarly and ProWritingAid offer advanced features to ensure your essays and papers are error-free and well-structured. Business Writing Professionals can benefit from grammar checkers that provide style and tone suggestions, such as Grammarly and Ginger Software, to maintain a polished and professional image. Casual Writing For casual writing, simpler tools like Hemingway Editor and LanguageTool can help improve readability and catch basic errors. The Future of Grammar Checking Technology AI and Machine Learning Advances in AI and machine learning are continually improving the accuracy and capabilities of best grammar checker, making them more reliable and user-friendly. Enhancements in Usability and Accuracy Future developments may include better contextual understanding, real-time collaboration features, and enhanced integration with various digital platforms. Conclusion In today's fast-paced digital world, maintaining impeccable grammar is more important than ever. Free online grammar checkers provide a valuable service, helping writers at all levels produce clear, error-free content. While they have their limitations, their benefits far outweigh the drawbacks, making them an essential tool in any writer's toolkit. FAQs Are free grammar checkers reliable? Free grammar checkers are generally reliable for basic grammar and spelling checks. However, they may not catch all errors or provide as detailed feedback as premium versions. Can grammar checkers replace human proofreading? Grammar checkers are a helpful aid, but they cannot entirely replace human proofreading. They may miss contextual nuances and subtle errors that a human eye would catch. How secure are online grammar checkers? Most reputable grammar checkers have privacy policies in place to protect user data. However, it's always a good idea to avoid uploading sensitive information to online tools. Do grammar checkers support multiple languages? Yes, many grammar checkers, like LanguageTool, support multiple languages, making them useful for multilingual writers. Are there grammar checkers specifically for academic writing? Yes, tools like Grammarly and ProWritingAid offer features tailored to academic writing, such as advanced grammar checks, plagiarism detection, and citation support.

This week long CPD accredited training is ideal for those Real Estate professionals, who are looking to bolster the DCF modelling skills. This course covers Real Estate Investment, Development, Finance & Risk.

If you are working on data science projects and want to create powerful visualization and insights as an outcome of your projects or are working on machine learning projects and want to find patterns and insights from your data on your way to building models, then this course is for you. This course exclusively focuses on explaining how to build fantastic visualizations using Python. It covers more than 20 types of visualizations using the most popular Python visualization libraries, such as Matplotlib, Seaborn, and Bokeh along with data analytics that leads to building these visualizations so that the learners understand the flow of analysis to insights.

Dive deep into port pricing and tariff charging for oil and gas terminals with EnergyEdge's immersive classroom training. Enroll now to excel in your field!

Develop essential negotiation skills with EnergyEdge's course tailored for engineers and technical professionals. Enroll in our classroom training now!

This course equips learners with a comprehensive understanding of the NumPy stack, including NumPy, Matplotlib, Pandas, and SciPy, to effectively tackle common challenges in deep learning and data science. Master the basics with this carefully structured course.

Based in Richmond, North Yorkshire, providing training and support to businesses, schools, education providers, sports clubs and communities. Bespoke courses delivered for in house training.